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Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings

Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings

May 17, 2025May 17, 2025
Development and prospective implementation of a large language model based system for early sepsis prediction

Development and prospective implementation of a large language model based system for early sepsis prediction

May 17, 2025May 17, 2025
FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

May 17, 2025May 17, 2025
Social determinants of health extraction from clinical notes across institutions using large language models

Social determinants of health extraction from clinical notes across institutions using large language models

May 17, 2025May 17, 2025
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Tag: data standards

The role of open standards in catalysing knowledge transfer to deliver climate adaptive care

The role of open standards in catalysing knowledge transfer to deliver climate adaptive care

April 7, 2025npj Digital Medicine

As climate change threatens to destroy health gains, digital health provides infrastructure that is well-placed to offer patient-centred health insights. These insights are important to advance research to explore the intersection of climate and…

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Advancing digital sensing in mental health research

Advancing digital sensing in mental health research

December 18, 2024December 19, 2024npj Digital Medicine

Digital sensing tools, like smartphones and wearables, offer transformative potential for mental health research by enabling scalable, longitudinal data collection. Realizing this promise requires overcoming significant challenges including limited data standards, underpowered studies, and…

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50 States of Interoperability: Why One-Size-Fits-All Tech Solutions Can’t Bridge Gaps in Behavioral Health - MedCity News

50 States of Interoperability: Why One-Size-Fits-All Tech Solutions Can’t Bridge Gaps in Behavioral Health – MedCity News

September 25, 2024September 25, 2024MedCity News

As state agencies and healthcare providers face increasing demands to address behavioral health (BH) needs across the U.S., interoperability challenges continue to stand in the way.

Manual reporting processes, siloed systems and duplicative data entry…

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Optimizing Healthcare IT in Canadian Hospitals — Faces of digital health

Optimizing Healthcare IT in Canadian Hospitals — Faces of digital health

August 30, 2024August 30, 2024Faces of Digital Health

Key Takeaways:Community and Collaboration: Canada’s digital health community is a significant asset in advancing healthcare IT.AI and Data Standards: The adoption of AI in healthcare is promising but requires robust data governance and standards.Importance…

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Why a FHIR-Only Approach to Advance Interoperability Won’t Work Today

Why a FHIR-Only Approach to Advance Interoperability Won’t Work Today

June 3, 2024June 3, 2024HIT Consultant

Bevey Miner EVP, Healthcare Strategy & Policy for Consensus Cloud Solutions There’s been a strong push for a FHIR standard for information sharing in healthcare. Although a standard built on application programming interfaces (APIs)…

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Exchanging, Managing, and Meaningfully Using Health Data in 2024 | Healthcare IT Today

Exchanging, Managing, and Meaningfully Using Health Data in 2024 | Healthcare IT Today

April 23, 2024April 23, 2024Healthcare IT Today

The following is a guest article by Jolie Ritzo, VP of Strategy and Network Engagement at Civitas Networks for Health
Health data management in 2024 is both intricate and complex. From integrating artificial intelligence (AI)…

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Making AI Models in Healthcare Transparent One Bite at a Time – Regulatory Talk Series | Healthcare IT Today

Making AI Models in Healthcare Transparent One Bite at a Time – Regulatory Talk Series | Healthcare IT Today

March 4, 2024March 4, 2024Healthcare IT Today

The following is a guest article by Nick Barger, PharmD, Vice President, Product at DrFirst.  This article is the third in the Healthcare Regulatory Talk series.
New data standards announced last December by the Office…

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The Sequoia Project, HL7 Partner to Advance FHIR Adoption Nationwide

The Sequoia Project, HL7 Partner to Advance FHIR Adoption Nationwide

February 29, 2024March 1, 2024EHR Intelligence

By Hannah Nelson

February 29, 2024 – Health Level Seven International (HL7), a health data standards-development organization, and The Sequoia Project, a non-profit advocate for nationwide health data interoperability, have announced a strategic collaboration to accelerate…

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ONC, SAMHSA Launch Initiative for Behavioral Health IT Interoperability

ONC, SAMHSA Launch Initiative for Behavioral Health IT Interoperability

February 6, 2024February 6, 2024EHR Intelligence

By Hannah Nelson

February 05, 2024 – The Substance Abuse and Mental Health Services Administration (SAMHSA) and the Office of the National Coordinator for Health Information Technology (ONC) have partnered on an initiative that aims to…

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Regenstrief Foundation Funds Project for EHR Standardization of SDOH Data

Regenstrief Foundation Funds Project for EHR Standardization of SDOH Data

December 12, 2023December 13, 2023EHR Intelligence

By Hannah Nelson

December 12, 2023 – The Regenstrief Foundation has awarded LOINC and Health Data Standards at Regenstrief Institute a $4.4 million grant to support a global initiative to standardize social determinants of health (SDOH)…

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The physical space of the hospital will be gradually digitized until virtually every object and sensor becomes part of the so-called 'Internet of Things.' These innovations can broadly be categorized as either clinical or experiential, though some will be both. Clinical innovations will involve gathering ever more "signals" from the patient (infrared, sound, electrophysiology, pulse-oximeter, facial expression, etc.) to be sifted in real time through machine-learning algorithms that will help physicians refine their understanding of diagnosis and prognosis in ways we can only imagine today. Experiential innovations will allow health systems and their partners to take a page from Netflix, using the engagement opportunity of the acute care episode to stream digital content to patients and families through TVs, tablets and their own devices from home.

Daniel Durand

Recent Posts

  • Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings

    Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings

    May 17, 2025May 17, 2025Comments Off on Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings
  • Development and prospective implementation of a large language model based system for early sepsis prediction

    Development and prospective implementation of a large language model based system for early sepsis prediction

    May 17, 2025May 17, 2025Comments Off on Development and prospective implementation of a large language model based system for early sepsis prediction
  • FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

    FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

    May 17, 2025May 17, 2025Comments Off on FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting
  • Social determinants of health extraction from clinical notes across institutions using large language models

    Social determinants of health extraction from clinical notes across institutions using large language models

    May 17, 2025May 17, 2025Comments Off on Social determinants of health extraction from clinical notes across institutions using large language models
  • Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke

    Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke

    May 17, 2025May 17, 2025Comments Off on Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke
  • The DRAGON benchmark for clinical NLP

    The DRAGON benchmark for clinical NLP

    May 17, 2025May 17, 2025Comments Off on The DRAGON benchmark for clinical NLP
  • Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

    Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

    May 16, 2025May 17, 2025Comments Off on Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies
  • Datavant acquires Aetion to expand RWE platform

    Datavant acquires Aetion to expand RWE platform

    May 16, 2025May 17, 2025Comments Off on Datavant acquires Aetion to expand RWE platform
  • Sprinter scores $55M for home healthcare offering

    Sprinter scores $55M for home healthcare offering

    May 16, 2025May 17, 2025Comments Off on Sprinter scores $55M for home healthcare offering
  • New app streamlines integration of medical data for dental practices

    New app streamlines integration of medical data for dental practices

    May 16, 2025May 17, 2025Comments Off on New app streamlines integration of medical data for dental practices

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